Lack Kernel – Minimal Pluggable Core

Minimal state–memory kernel that measures how internal coherence degrades under stochastic perturbation (lack). 100 ensemble runs confirm a strict monotonic relationship: higher lack → lower coherence. Part of the IPM framework. Includes code. No ontology. Use as a plug‑and‑play stability meter in games, robots, AI agents, or distributed across sensors and UI layers. For Φ*, collective regimes, and inverted‑U dynamics, see the full IPM Scientific Core.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-31
DOI
https://doi.org/10.5281/zenodo.20479446
Primary Topic
Neural Networks and Reservoir Computing
Type
preprint
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preprint

Lack Kernel – Minimal Pluggable Core

Taotuner
Zenodo (CERN European Organization for Nuclear Research)
Neural Networks and Reservoir Computing
preprint

Lack Kernel – Minimal Pluggable Core

Taotuner
preprint en

Abstract

Minimal state–memory kernel that measures how internal coherence degrades under stochastic perturbation (lack). 100 ensemble runs confirm a strict monotonic relationship: higher lack → lower coherence. Part of the IPM framework. Includes code. No ontology. Use as a plug‑and‑play stability meter in games, robots, AI agents, or distributed across sensors and UI layers. For Φ*, collective regimes, and inverted‑U dynamics, see the full IPM Scientific Core.

Zenodo (CERN European Organization for Nuclear Research)
Neural Networks and Reservoir Computing
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